{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 程序调试\n",
    "\n",
    "你的程序并不总是像你期望的那样运行。如果错误的来源不清楚，调试通常是找到意外行为的根本原因的最有效方法。\n",
    "\n",
    "Python标准库有一个内置的调试器，它是解决与代码相关的任何问题的强大工具。"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## `导入pdb;  pdb.set_trace（）`\n",
    "\n",
    "pdb有2种用法：\n",
    "\n",
    "#### 非侵入式方法（不用额外修改源代码，在命令行下直接运行就能调试）\n",
    "```\n",
    "python3 -m pdb filename.py\n",
    "```\n",
    "\n",
    "#### 侵入式方法（需要在被调试的代码中添加一行代码然后再正常运行代码）\n",
    "```\n",
    "import pdb;pdb.set_trace()\n",
    "```\n",
    "当你在命令行看到下面这个提示符时，说明已经正确打开了pdb\n",
    "```\n",
    "(Pdb) \n",
    "```\n",
    "然后就可以开始输入pdb命令了，下面是pdb的常用命令\n",
    "\n",
    "![image.png](attachment:image.png)\n",
    "\n",
    "### 实例使用"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--Return--\n",
      "> <ipython-input-1-07ddc4c91224>(8)<module>()->None\n",
      "-> pdb.set_trace()\n",
      "(Pdb) 1\n",
      "1\n",
      "(Pdb) 2\n",
      "2\n",
      "(Pdb) 3\n",
      "3\n",
      "(Pdb) 12331\n",
      "12331\n",
      "(Pdb) 000\n",
      "0\n",
      "--KeyboardInterrupt--\n",
      "--KeyboardInterrupt--\n",
      "(Pdb) a\n",
      "(Pdb) aaa\n",
      "*** NameError: name 'aaa' is not defined\n",
      "(Pdb) bbb\n",
      "*** NameError: name 'bbb' is not defined\n",
      "(Pdb) ccc\n",
      "*** NameError: name 'ccc' is not defined\n",
      "(Pdb) c\n",
      "> <ipython-input-1-07ddc4c91224>(5)combine()\n",
      "-> s3 = s1 + s2 + s1\n",
      "(Pdb) a\n",
      "s1 = 'aaa'\n",
      "s2 = 'bbb'\n",
      "(Pdb) b\n",
      "(Pdb) a\n",
      "s1 = 'aaa'\n",
      "s2 = 'bbb'\n"
     ]
    }
   ],
   "source": [
    "import pdb\n",
    "\n",
    "def combine(s1,s2):\n",
    "    pdb.set_trace()\n",
    "    s3 = s1 + s2 + s1    \n",
    "    return s3            \n",
    "\n",
    "pdb.set_trace()\n",
    "a = \"aaa\"\n",
    "b = \"bbb\"\n",
    "c = \"ccc\"\n",
    "final = combine(a,b)\n",
    "\n",
    "print(final)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 练习1\n",
    "\n",
    "下面程序完成任务是把列表里面大于100的数删掉，并且按从小到大排序。通过调试下面程序，找到错误原因。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 调试\n",
    "my_list1 = [6,7,88,191,32,330,12,54,901,104,3,67,111,1479,0]\n",
    "for x in my_list1:\n",
    "    if x > 100:\n",
    "        my_list1.remove(x)\n",
    "my_list1.sort()\n",
    "print(my_list1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 正确\n",
    "my_list1 = [6,7,88,191,32,330,12,54,901,104,3,67,111,1479,0]\n",
    "result =[]\n",
    "for x in my_list1:\n",
    "    if x <= 100:\n",
    "        result.append(x)\n",
    "result.sort()\n",
    "print(result)"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 练习2\n",
    "\n",
    "函数`pascal()`任务是计算杨辉三角，通过调试下面程序，找到错误原因。\n",
    "\n",
    "#### 杨辉三角\n",
    "\n",
    "> 是二项式系数在三角形中的一种几何排列。在欧洲，这个表叫做帕斯卡三角形。\n",
    "> 帕斯卡（1623----1662）是在1654年发现这一规律的，比杨辉要迟393年，比贾宪迟600年。\n",
    "> 杨辉三角是中国古代数学的杰出研究成果之一，它把二项式系数图形化，\n",
    "> 把组合数内在的一些代数性质直观地从图形中体现出来，是一种离散型的数与形的结合 \n",
    "\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def pascal(depth):\n",
    "    \"\"\"计算杨辉三角（这里有错误）\"\"\"\n",
    "    res = [[1]] # 第一层\n",
    "    for i in range(0, depth):\n",
    "        layer = [1] # 特性3:每一层都是１开始\n",
    "        for j in range(0, len(res[i])):         # 正确： range(0, len(res[i])-1)\n",
    "            # 特性1:每个数等于它上方两数之和\n",
    "            layer.append(res[i][j] + res[i][j])  # 正确： res[i][j] + res[i][j+1]\n",
    "        layer.append(1) # 特性3:每一层都是1结尾\n",
    "        res.append(layer) # 把每一层的数列加到结果中\n",
    "    return res\n",
    "\n",
    "\n",
    "def print_pascal(data):\n",
    "    \"\"\"输出杨辉三角，这个没有错的\"\"\"\n",
    "    for squence in data:\n",
    "        total = 0 #一层数值求和结果\n",
    "        for i in squence:\n",
    "            total += i\n",
    "            print(i, end=' ')\n",
    "        print(\"=%d\" % total, end=' ') # end表示输出结尾\n",
    "        print()# 默认的输出结尾是\\n,回车另起一行。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print_pascal(pascal(4))"
   ]
  }
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